Job Site Analysis

Job Sites Overview

Based on the analysis, LinkedIn, ZipRecruiter, and Upwork emerge as the top three job sites with the highest number of opportunities. Additionally, other significant job sites include AngelList, Lever, and Greenhouse. I select top 5 job sites, with each of them having more than 20 results, for further studies.

Job Type

The analysis indicates that LinkedIn and ZipRecruiter offer a balanced distribution of various types of jobs, while Upwork has a higher proportion of jobs related to neural networks and machine learning. On the other hand, Lever has a greater emphasis on data analytics positions. Additionally, LinkedIn and Upwork are the only two sites that feature some time-series jobs. As a result, ANLY 560 students may want to focus more on these two websites for job opportunities related to time-series analysis.

Graph of Minimum YoE requirementin different job sites, using legend bar to select job site

According to the analysis, LinkedIn and Lever offer more job opportunities that are suitable for experienced students, as they require a minimum number of years of experience. In contrast, Upwork has a higher proportion of job listings that do not require any prior experience, making it more suitable for new graduates.